Differentiable Stripe Patterns for Inverse Design of Structured Surfaces

Juan Montes Maestre, Yinwei Du, Ronan Hinchet, Stelian Coros, Bernhard Thomaszewski
ACM Transactions on Graphics (Proc. ACM SIGGRAPH 2023)
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Differentiable Stripe Patterns for Inverse Design of Structured Surfaces teaser

Overview

Differentiable Stripe Patterns enable inverse design of surfaces made from two materials arranged in stripes. A differentiable pattern formulation and solid-shell simulation connect stripe geometry to mechanical behavior, allowing optimization toward target deformations. Physical prototypes validate the designs.

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@article{MontesMaestre2023Stripes,
  title = {{Differentiable Stripe Patterns for Inverse Design of Structured Surfaces}},
  author = {Montes Maestre, Juan and Du, Yinwei and Hinchet, Ronan and Coros, Stelian and Thomaszewski, Bernhard},
  journal = {ACM Transactions on Graphics},
  year = {2023},
  doi = {10.1145/3592114}
}